Training in progress epoch 0
Browse files- README.md +8 -28
- config.json +1 -1
- tf_model.h5 +1 -1
README.md
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---
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base_model: Shiva26/marian-finetuned-iitb-en-to-hi
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tags:
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- generated_from_keras_callback
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- english to hindi
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- english to hindi translation
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- robust
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- medium size model
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- tensorflow
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- translator
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- translation
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model-index:
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- name: Shiva26/marian-finetuned-iitb-en-to-hi-v2
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results: []
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datasets:
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- cfilt/iitb-english-hindi
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language:
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- hi
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- en
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metrics:
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- bleu
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- sacrebleu
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library_name: transformers
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---
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<!-- This model card has been generated automatically according to the information Keras had access to. You should
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# Shiva26/marian-finetuned-iitb-en-to-hi-v2
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This model is a fine-tuned version of [Shiva26/marian-finetuned-iitb-en-to-hi](https://huggingface.co/Shiva26/marian-finetuned-iitb-en-to-hi) on an
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It achieves the following results on the evaluation set:
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- Validation Loss: 3.1803
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- Epoch: 2
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5e-05, 'decay_steps':
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- training_precision: float32
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### Training results
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| Train Loss | Validation Loss | Epoch |
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|:----------:|:---------------:|:-----:|
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| 2.
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| 2.3187 | 3.2323 | 1 |
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| 2.0584 | 3.1803 | 2 |
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### Framework versions
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- Transformers 4.33.0
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- TensorFlow 2.12.0
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- Datasets 2.1.0
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- Tokenizers 0.13.3
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---
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base_model: Shiva26/marian-finetuned-iitb-en-to-hi-v2
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tags:
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- generated_from_keras_callback
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model-index:
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- name: Shiva26/marian-finetuned-iitb-en-to-hi-v2
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results: []
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---
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<!-- This model card has been generated automatically according to the information Keras had access to. You should
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# Shiva26/marian-finetuned-iitb-en-to-hi-v2
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This model is a fine-tuned version of [Shiva26/marian-finetuned-iitb-en-to-hi-v2](https://huggingface.co/Shiva26/marian-finetuned-iitb-en-to-hi-v2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 2.3815
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- Validation Loss: 3.1585
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- Epoch: 0
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5e-05, 'decay_steps': 4686, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
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- training_precision: float32
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### Training results
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| Train Loss | Validation Loss | Epoch |
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|:----------:|:---------------:|:-----:|
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| 2.3815 | 3.1585 | 0 |
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### Framework versions
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- Transformers 4.33.0
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- TensorFlow 2.12.0
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- Datasets 2.1.0
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- Tokenizers 0.13.3
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config.json
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{
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"_name_or_path": "Shiva26/marian-finetuned-iitb-en-to-hi",
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"activation_dropout": 0.0,
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"activation_function": "swish",
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"add_bias_logits": false,
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{
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"_name_or_path": "Shiva26/marian-finetuned-iitb-en-to-hi-v2",
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"activation_dropout": 0.0,
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"activation_function": "swish",
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"add_bias_logits": false,
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tf_model.h5
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size 306059944
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